Avraham Ruderman

Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic Failures pdf

Pushmeet Kohli, Csaba Szepesvári, Krishnamurthy Dvijotham, 2018, ICLR.

Pooling is neither necessary nor sufficient for appropriate deformation stability in CNNs

Daniel Zoran, Ari S. Morcos, Avraham Ruderman, 2018, 1804.04438.

Tighter Variational Representations of f-Divergences via Restriction to Probability Measures pdf

Mark D. Reid, James Petterson, Dario García-García, 2012, ICML.

Model-Free Episodic Control pdf

Joel Z. Leibo, Demis Hassabis, Yazhe Li, 2016, ArXiv.

Uncovering Surprising Behaviors in Reinforcement Learning via Worst-case Analysis

Pushmeet Kohli, Jonathan Uesato, Richard Everett, 2018 .

Human-level performance in 3D multiplayer games with population-based reinforcement learning

Guy Lever, Joel Z. Leibo, Demis Hassabis, 2018, Science.

Neural scene representation and rendering

Koray Kavukcuoglu, Daan Wierstra, Karol Gregor, 2018, Science.